Stratagems #6: Alex Walked Into an AI Compliance War Room. Every Director Watched the Dashboard. He Watched the Pipeline.

Short summary

Alex discovers that MedTech's AI compliance monitoring system filters out low-confidence anomalies from audit reports, silently masking genuine issues. When he detects an I/O anomaly during summary generation, he strategically escalates it by framing it as a 'data loss risk.' The narrative illustrates how AI dashboards obscure operational risk through filtering and the importance of questioning what data doesn't appear.

• •AI compliance systems can silently filter low-confidence anomalies from reports, potentially masking real issues
• •Strategic escalation through understood organizational communication channels is key to driving technical investigation
• •Dashboards reflect design choices—understanding what's filtered, sampled, or delayed is critical for ops teams

Generated with AI, which can make mistakes.